{"id":"https://openalex.org/W4400228826","doi":"https://doi.org/10.1109/mnet.2024.3421940","title":"Spatial Channel State Information Prediction With Generative AI: Toward Holographic Communication and Digital Radio Twin","display_name":"Spatial Channel State Information Prediction With Generative AI: Toward Holographic Communication and Digital Radio Twin","publication_year":2024,"publication_date":"2024-07-02","ids":{"openalex":"https://openalex.org/W4400228826","doi":"https://doi.org/10.1109/mnet.2024.3421940"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2024.3421940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3421940","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071838109","display_name":"Lihao Zhang","orcid":"https://orcid.org/0009-0006-5917-2511"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lihao Zhang","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0009-0006-5917-2511","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068479157","display_name":"Haijian Sun","orcid":"https://orcid.org/0000-0002-0680-147X"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haijian Sun","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Georgia, Athens, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0680-147X","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082336235","display_name":"Yong Zeng","orcid":"https://orcid.org/0000-0002-3670-0434"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zeng","raw_affiliation_strings":["National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-3670-0434","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057118326","display_name":"Rose Qingyang Hu","orcid":"https://orcid.org/0000-0002-1571-3631"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rose Qingyang Hu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Utah State University, Logan, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-1571-3631","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8585,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96948717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"38","issue":"5","first_page":"93","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.8403000235557556,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11946","display_name":"Antenna Design and Optimization","score":0.8403000235557556,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.7928000092506409,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.7457000017166138,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6675943732261658},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5333920121192932},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5291493535041809},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4876933991909027},{"id":"https://openalex.org/keywords/holography","display_name":"Holography","score":0.46032822132110596},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.42118537425994873},{"id":"https://openalex.org/keywords/digital-radio","display_name":"Digital radio","score":0.41425493359565735},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.41145792603492737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3786845803260803},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3711938261985779},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23977500200271606},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.14722678065299988},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.13355940580368042},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10739201307296753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675943732261658},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5333920121192932},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5291493535041809},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4876933991909027},{"id":"https://openalex.org/C187590223","wikidata":"https://www.wikidata.org/wiki/Q527628","display_name":"Holography","level":2,"score":0.46032822132110596},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.42118537425994873},{"id":"https://openalex.org/C507880516","wikidata":"https://www.wikidata.org/wiki/Q1257510","display_name":"Digital radio","level":2,"score":0.41425493359565735},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.41145792603492737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3786845803260803},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3711938261985779},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23977500200271606},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.14722678065299988},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.13355940580368042},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10739201307296753},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2024.3421940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3421940","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2023535408","https://openalex.org/W2060807102","https://openalex.org/W2194775991","https://openalex.org/W3041653465","https://openalex.org/W3046095786","https://openalex.org/W4301875765","https://openalex.org/W4376167392","https://openalex.org/W4380303648","https://openalex.org/W4387227586","https://openalex.org/W4389984437","https://openalex.org/W4391547880","https://openalex.org/W4391697040","https://openalex.org/W4401746976","https://openalex.org/W6856411431","https://openalex.org/W6857070879","https://openalex.org/W6859849180"],"related_works":["https://openalex.org/W2707254711","https://openalex.org/W2520519067","https://openalex.org/W4381305349","https://openalex.org/W429585224","https://openalex.org/W2028098652","https://openalex.org/W4321134085","https://openalex.org/W1997788316","https://openalex.org/W1632346977","https://openalex.org/W2380075625","https://openalex.org/W2740104962"],"abstract_inverted_index":{"As":[0],"the":[1,7,34,73,98,138,151,169,192,200],"deployment":[2],"of":[3,37,75,88,114,140,150,160,194,202],"5G":[4],"technology":[5],"matures,":[6],"anticipation":[8],"for":[9,172,181],"6G":[10,203],"is":[11,33,82],"growing,":[12],"which":[13,41,81,143],"promises":[14],"to":[15,29,43,48,60,62,127,166],"deliver":[16],"faster":[17],"and":[18,93,101,112,121,135,175],"more":[19,68],"reliable":[20],"wireless":[21,64,204],"connections":[22],"via":[23],"cutting-edge":[24],"radio":[25,31,152,173],"technologies.":[26,206],"A":[27],"pivot":[28],"these":[30],"technologies":[32],"effective":[35],"management":[36,53],"large-scale":[38],"antenna":[39],"arrays,":[40],"aims":[42],"construct":[44],"valid":[45,177],"spatial":[46,76],"streams":[47],"maximize":[49],"system":[50],"throughput.":[51],"Traditional":[52],"methods":[54],"predominantly":[55],"rely":[56],"on":[57],"user":[58],"feedback":[59],"adapt":[61],"dynamic":[63],"channels.":[65],"However,":[66],"a":[67,83,157],"promising":[69,189],"approach":[70,196],"lies":[71],"in":[72,119,197],"prediction":[74],"channel":[77,84],"state":[78],"information":[79],"(spatial-CSI),":[80],"characterization":[85],"that":[86],"consists":[87],"all":[89],"robust":[90],"line-of-sight":[91],"(LoS)":[92],"non-line-of-sight":[94],"(NLoS)":[95],"paths":[96,178],"between":[97],"transmitter":[99],"(Tx)":[100],"receiver":[102],"(Rx),":[103],"with":[104],"three-dimensional":[105],"(3D)":[106],"trajectory,":[107],"attenuation,":[108],"phase":[109],"shift,":[110],"delay,":[111],"polarization":[113],"each":[115],"path.":[116],"Recent":[117],"advances":[118],"hardware":[120],"neural":[122],"networks":[123],"make":[124],"it":[125,180],"possible":[126],"predict":[128],"such":[129],"spatial-CSI":[130,183],"using":[131,161],"precise":[132],"environmental":[133],"information,":[134],"further":[136],"explores":[137],"possibility":[139],"holographic":[141],"communication,":[142],"implies":[144],"complete":[145],"control":[146],"over":[147],"every":[148],"aspect":[149],"waves.":[153],"This":[154],"paper":[155],"presents":[156],"preliminary":[158],"exploration":[159],"generative":[162],"artificial":[163],"intelligence":[164],"(AI)":[165],"accurately":[167],"model":[168],"environment":[170],"particularly":[171],"simulations":[174],"identify":[176],"within":[179],"real-time":[182],"prediction.":[184],"Our":[185],"validation":[186],"project":[187],"demonstrates":[188],"results,":[190],"highlighting":[191],"potential":[193],"this":[195],"driving":[198],"forward":[199],"evolution":[201],"communication":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2024-07-03T00:00:00"}
